Heather M. Whitney
Wheaton College
H-index: 8
North America-United States
Top articles of Heather M. Whitney
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Automatic segmentation of malignant and benign adnexal lesions on ultrasound scans | Heather M Whitney Roni Yoeli-Bik Jacques S Abramowicz Li Lan Hui Li | 2024/4/3 | |
Sequestration of imaging studies in MIDRC: using load factor to minimize algorithm performance overestimation and image reuse | Dylan Tang Heather M Whitney Kyle J Myers Maryellen L Giger | 2024/3/29 | |
Role of sureness in evaluating AI/CADx: Lesion‐based repeatability of machine learning classification performance on breast MRI | Medical Physics | Heather M Whitney Karen Drukker Michael Vieceli Amy Van Dusen Michelle de Oliveira | 2024/3 |
Automating tumor segmentation and tumor enhancement quantification of I-SPY2 data | Arden Frantzen Heather M Whitney Hui Li Karen Drukker Alexandra Edwards | 2024/4/3 | |
Sequestration methodology in practice through evaluation of joint demographic distributions of 54,185 patients in the Medical Imaging and Data Resource Center (MIDRC) data commons | Natalie Baughan Heather M Whitney Karen Drukker Berkman Sahiner Tingting Hu | 2023/4/10 | |
Assistance tools for the evaluation of machine learning algorithm performance: the decision tree based tools developed by the Medical Imaging and Data Resource Center (MIDRC … | Karen Drukker Berkman Sahiner Tingting Hu Grace Hyun Kim Heather M Whitney | 2023/4/3 | |
Investigation of demographic implicit discrimination and disparate impact in chest radiography image-based AI for COVID-19 severity prediction | Heather M Whitney Hui Li Karen Drukker Michael Reeve Maryellen L Giger | 2023/4/3 | |
Special Section Guest Editorial: Global Health, Bias, and Diversity in AI in Medical Imaging | Journal of Medical Imaging | Judy W Gichoya Rui C Sá Ronald M Summers Heather Whitney | 2023/11/1 |
Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center Open Data Commons | arXiv preprint arXiv:2303.10501 | Heather M Whitney Natalie Baughan Kyle J Myers Karen Drukker Judy Gichoya | 2023/3/18 |
Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons | Journal of Medical Imaging | Natalie Baughan Heather M Whitney Karen Drukker Berkman Sahiner Tingting Hu | 2023/11/1 |
Differences in molecular subtype reference standards impact AI-based breast cancer classification with dynamic contrast-enhanced MRI | Radiology | Yu Ji Heather M Whitney Hui Li Peifang Liu Maryellen L Giger | 2023/1/3 |
Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment | Journal of Medical Imaging | Karen Drukker Weijie Chen Judy Gichoya Nicholas Gruszauskas Jayashree Kalpathy-Cramer | 2023/11/1 |
Predicting intensive care need for COVID-19 patients using deep learning on chest radiography | Journal of Medical Imaging | Hui Li Karen Drukker Qiyuan Hu Heather M Whitney Jordan D Fuhrman | 2023/8 |
Performance metric curve analysis framework to assess impact of the decision variable threshold, disease prevalence, and dataset variability in two-class classification | Journal of Medical Imaging | Heather M Whitney Karen Drukker Maryellen L Giger | 2022/5/1 |
Effect of different molecular subtype reference standards in AI training: implications for DCE-MRI radiomics of breast cancers | Heather M Whitney Yu Ji Hui Li Peifang Liu Maryellen L Giger | 2022/4/4 | |
Case-based repeatability and operating point variability of AI: breast lesion classification based on deep transfer learning | Heather M Whitney Karen Drukker Hiroyuki Abe Maryellen L Giger | 2022/4/4 | |
Sequestration of imaging studies in MIDRC: a multi-institutional data commons | Natalie Baughan Heather M Whitney Karen Drukker Berkman Sahiner Tingting Hu | 2022/4/4 | |
Impact of continuous learning on diagnostic breast MRI AI: evaluation on an independent clinical dataset | Journal of Medical Imaging | Hui Li Heather M Whitney Yu Ji Alexandra Edwards John Papaioannou | 2022/5/1 |
Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions | Paul Amstutz Karen Drukker Hui Li Hiroyuki Abe Maryellen L Giger | 2021/2/15 | |
Multi-Stage Harmonization for Robust AI across Breast MR Databases | Cancers | Heather M Whitney Hui Li Yu Ji Peifang Liu Maryellen L Giger | 2021/1 |
Co-Authors
